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Détection de collision par lancer de rayon : La quête de la performance

Abstract : Collision detection is an essential task for physical simulation of virtual environments. Nowadays, collision detection is one of the main bottleneck of virtual reality applications. This is due to the complexity of the environments we want to simulate and the real-time interaction constraint. We have concentrated our work on the second phase of collision detection, the narrow-phase, in which collision queries are performed on pairs of objects. Contrary to the first phase of collision detection, collision queries are performed on the full representation of the objects (with all details) and are thus sensible to the geometric complexity of the objects in term of computation time.This thesis is aimed to improve the performances of collision detection when using geometrically complex objects (represented with triangle meshes, potentially non-convex and deformable). Our methods are able to reduce computation times. Our proposed algorithms can be implemented on GPU to take advantage of their computational power and thus further improve the performances of our methods.To implements our narrow-phase, we propose a pipeline which is adapted for GPU execution. This pipeline perform collision detection with ray-tracing algorithms. Our methods rely on a shared principle where all collision queries are performed by casting rays from the vertices of the objects. This genericity allow us to perform collision detection on triangle meshes with any properties (rigid or deformable, convex or non-convex). The ray-tracing algorithms used are dynamically selected depending on the properties of the objects to improve the performances.We have generalized the collision detection method we use in our pipeline to handle, in addition to volumetric objects (represented by their surface), surface objects (such as cloth). This method is compatible with our pipeline and allow us to perform collision detection with any combination of volumetric and surface objects.Furthermore, we propose to exploit temporal coherency to improve performances. The result of collision queries (contact points) are generally similar between successive time-step. Starting from this observation, we propose a ray-racing algorithm which use the result of the previous time-step to exploit this temporal coherency. This ray-tracing algorithm can be used in conjunction to standard ray-tracing algorithms. It is used to replace standard ray-tracing algorithms in specific condition to update the result of the previous time-step instead of computing it from scratch. The iterative ray-tracing algorithm is added in our pipeline as an alternative to other ray-tracing algorithms and is used in priority due to his lower computational cost compared to other algorithms.
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Submitted on : Friday, January 6, 2017 - 3:47:47 AM
Last modification on : Wednesday, November 3, 2021 - 6:05:25 AM
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  • HAL Id : tel-01427732, version 1


François Lehericey. Détection de collision par lancer de rayon : La quête de la performance. Synthèse d'image et réalité virtuelle [cs.GR]. INSA de Rennes, 2016. Français. ⟨NNT : 2016ISAR0011⟩. ⟨tel-01427732⟩



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